Alternatives

Products that do what PMB – local memory for coding agents that shows if it is used does

1. 1
   PMB▲211

   Stop re-explaining your project to AI coding agents

   Jun 2026 · pmbai.dev

2. 2
   GitHub▲10

   Local-first memory for your AI coding agent

   Jun 2026 · github.com

3. 3
   Agentmemory▲322

   Persistent memory for Claude Code, Codex & coding agents

   May 2026 · agent-memory.dev

4. 4RL
   Recall – Local project memory for Claude Code▲138

   Jun 2026 · github.com

5. 5
   Memmy Agent▲525

   Let every AI remember the same you.

   Jul 2026 · memmy.bot

6. 6
   Kilo Code for VS Code▲897

   Parallel agents, diff reviewer, and multi-model comparisons

   May 2026 · kilo.ai

7. 7PL
   PMB – local-first memory for AI coding agents over MCP▲7

   How it works: - Storage uses one SQLite database file, plus a local LanceDB index of vectors. No need for a server, cloud services, or any API keys. - Retrieval is a hybrid approach using BM25 (rank-bm25) and vector-based search (sentence-transformers) combined with a co-occurrence graph of entities, using reciprocal rank fusion. The idea is to find the right memory, not the closest one. - It plugs into the agent's lifecycle via MCP: before the agent responds, relevant memories are added to its input; after each turn, decisions and new learnings are automatically recorded. No need to…

   Jun 2026 · github.com

8. 8
   Claude Code Review▲549

   Multi-agent review catching bugs early in AI-generated code

   Mar 2026

9. 9
   ContextPool▲180

   Persistent memory for AI coding agents

   Apr 2026 · contextpool.io

10. 10
    pumaDB▲159

    a small hosted memory layer for AI agents

    Jun 2026 · pumadb.ai

11. 11
    Byterover▲505

    Memory layer for your AI coding agents

    2025

12. 12
    Bench for Claude Code▲411

    Store, review, and share your Claude Code sessions

    Mar 2026

13. 13
    MemoryCustodian▲145

    Repo-native memory for coding agents

    Jul 2026 · github.com

14. 14
    Polygraph▲160

    Let AI agents see cross repo and maintain session memory.

    Jun 2026 · trypolygraph.com

15. 15
    Reference▲81

    Local semantic search for AI agents

    Aug 2026 · tryreference.com

16. 16
    Polygram Coding Agent▲72

    AI-native coding assistant that helps developers in any IDE

    Jun 2026 · polygram.dev

17. 17
    CodeYam CLI & Memory▲141

    Comprehensive memory management for Claude Code

    Mar 2026

18. 18
    Contextberg▲102

    Turn your work into AI agent memory, served over MCP

    May 2026 · contextberg.com

19. 19
    AskAIBase▲84

    Memory infrastructure for AI coding agents

    Feb 2026

20. 20
    projectmem▲9

    Memory + judgment for AI coding agents (local, MIT)

    May 2026 · projectmem.dev

21. 21
    Epismo Context Pack▲105

    Portable memory for agent workflows

    Apr 2026

22. 22PY
    P0 – Yes, AI can ship complex features into real codebases▲94

    Mar 2026 · bepurple.ai

23. 23
    memories.sh▲50

    One layer for memories, skills, and rules across any agent

    Feb 2026

24. 24AI
    Am-I-vibing, detect agentic coding environments▲60

    2025 · github.com

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